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Beyond the Maximum Storage Capacity Limit in Hopfield Recurrent Neural Networks

In a neural network, an autapse is a particular kind of synapse that links a neuron onto itself. Autapses are almost always not allowed neither in artificial nor in biological neural networks. Moreover, redundant or similar stored states tend to interact destructively. This paper shows how autapses...

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Detalles Bibliográficos
Autores principales: Gosti, Giorgio, Folli, Viola, Leonetti, Marco, Ruocco, Giancarlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515255/
https://www.ncbi.nlm.nih.gov/pubmed/33267440
http://dx.doi.org/10.3390/e21080726